Dataset. We mainly evaluate our results quantitatively and qualitatively on the synthetic ICL-NUIM livingroom dataset [1]}. Additional qualitative evaluation is conducted on the real TUM dataset [2]}. The entire sequence is downsampled due to the extremely high cost of the batch re-training baseline. The normal is estimated and oriented towards the camera location using Open3D [3]}.
